Triple
T11913226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puerto Rico Highway 5 |
E283445
|
entity |
| Predicate | tollOperator |
P78245
|
FINISHED |
| Object |
Metropistas
Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
|
E953134
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Metropistas | Statement: [Puerto Rico Highway 5, tollOperator, Metropistas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metropistas Context triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
-
A.
Metros
Metros is the nickname historically used for the MetroStars, the former Major League Soccer team now known as the New York Red Bulls.
-
B.
Metropolitano
Metropolitano is a former operator of the San Martín Line, a railway service in Argentina.
-
C.
Transmetropolitan
Transmetropolitan is a critically acclaimed cyberpunk comic book series written by Warren Ellis and illustrated by Darick Robertson, following gonzo journalist Spider Jerusalem as he battles corruption in a dystopian future city.
-
D.
New Metropolis
New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
-
E.
Premetro
Premetro is a light rail or tramway feeder line that connects outlying neighborhoods to the main Buenos Aires Subte (subway) network.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Metropistas Triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
Generated description
Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metropistas Target entity description: Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
-
A.
Metros
Metros is the nickname historically used for the MetroStars, the former Major League Soccer team now known as the New York Red Bulls.
-
B.
Metropolitano
Metropolitano is a former operator of the San Martín Line, a railway service in Argentina.
-
C.
Transmetropolitan
Transmetropolitan is a critically acclaimed cyberpunk comic book series written by Warren Ellis and illustrated by Darick Robertson, following gonzo journalist Spider Jerusalem as he battles corruption in a dystopian future city.
-
D.
New Metropolis
New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
-
E.
Premetro
Premetro is a light rail or tramway feeder line that connects outlying neighborhoods to the main Buenos Aires Subte (subway) network.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: tollOperator Context triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
-
A.
operatesTollSystem
Indicates that an entity is responsible for running and managing a toll collection system.
-
B.
tollingAuthority
chosen
Indicates the entity that has the authority to impose, collect, or manage a toll on a given route, facility, or service.
-
C.
tollRoadOf
Indicates that a road segment is a toll road belonging to or associated with a particular roadway, route, or transportation network.
-
D.
tollDevice
Indicates a device is used to collect or process tolls for passage on a road, bridge, or similar infrastructure.
-
E.
tollingType
Indicates the specific method or basis by which a toll, fee, or charge is applied or calculated in a given context.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ab2c07e88190ba13b0d21fd6cf33 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e528f6748190ac873a040a61fa93 |
completed | April 10, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4185fd3588190807cc2906c4ce3fd |
completed | May 1, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_69f41f1e746c81909f78f0e0bf173c7b |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f42291f3608190ab079f939d34cf15 |
completed | May 1, 2026, 3:48 a.m. |
| PD | Predicate disambiguation | batch_69d8bb3632ac8190b13e53c2b5db7125 |
completed | April 10, 2026, 8:56 a.m. |
Created at: April 8, 2026, 9:44 p.m.